A disturbance in the paradigm of child abuse

The principal way science advances is through a principle Einstein expressed as:

“No amount of experimentation can ever prove me right; a single experiment can prove me wrong.”

The scientific community and public should be satisfied that the scientific process is working well when hypotheses are discarded due to nonconfirming evidence. Researchers should strive to develop evidence that rejects paradigms, and be lauded for their efforts.

The opposite took place with this 2018 commentary on two studies where evidence didn’t confirm current biases. I curated one of these studies in DNA methylation and childhood adversity.

Commentators’ dismissive tone was set in the opening paragraph:

“Is early exposure to adversity associated with a genetic or an epigenetic signature? At first glance, two articles in this issue -..and the other from Marzi et al., who measured genome-wide DNA methylation in a prospective twin cohort assessed at age 18 – appear to say that it is not.”

Commentators – one of whom was a coauthor of Manufacturing PTSD evidence with machine learning, – went on to protect their territory. Nevermind these two studies’ advancement of science that didn’t coincide with commentators’ vested interests.


My main concern with the curated study was that although child subjects had been studied at ages 5, 7, 10, 12, and 18, parents had never been similarly evaluated! Those researchers passed up an opportunity to develop parents as a F0 generation for understanding possible human transgenerational inherited epigenetic causes and effects.

That study focused on the children’s intergenerational epigenetic effects. However, animal studies have often demonstrated transgenerational effects that skip over F1 generation children! For example:

  1. Transgenerational pathological traits induced by prenatal immune activation found a F2 grandchild and F3 great-grandchild phenotype of impaired sociability, abnormal fear expression and behavioral despair – effects that weren’t present in F1 children;
  2. A self-referencing study of transgenerational epigenetic inheritance found histone modifications in the F3 generation that weren’t found in F1 and F2 generations; and
  3. A study not cited in – but completely appropriate for – The lack of oxygen’s epigenetic effects on a fetus found heart disease effects in the F1 generation that were different from the heart disease effects found in F2 and F3 generations.

https://ajp.psychiatryonline.org/doi/pdf/10.1176/appi.ajp.2018.18020156 “Considering the Genetic and Epigenetic Signature of Early Adversity Within a Biopsychosocial Framework” (not freely available)

Dead physiological science zombified by psychological research

This 2017 Massachusetts human review described one example of psychological research continuing to misinterpret measurements for hypotheses that have been rejected for physiological research:

“The current paper is a case study examining what happens to psychological research when its foundational biological context is invalidated or superseded. The example we use is heart rate variability (HRV) as a purported measure of cardiac sympathetic outflow.

The hypotheses in question are of direct relevance to fields including biological psychology, psychophysiology, and social neuroscience that use physiological measurements to answer applied questions with broader social scientific relevance. A broad base of further evidence was amassed within human cardiac, circulatory, and autonomic physiology such that the hypotheses do not work as described.

These were important and popular metrics, they attracted appropriate scrutiny, and were subsequently discarded. The above reflects well on the scientific process within basic research. The present ensuing period of ‘life after death’ within applied research does not.

It has been widely used as a dependent variable in studies of emotion, panic, stress, attentional state, health status in psychological science.

If the criteria for publishing a scientific article is simply that the measured results resolve to be statistically significant, an unstable measurement of an unstable phenomenon is an excellent vehicle for engineering differences between groups, especially considering the substantial flexibility in modern publication practices.”


Factors facilitating the misinterpretation of heart rate variability include:

  • A 30-year chain of citations similar to what Using citations to develop beliefs instead of evidence found.
  • Measurements are convenient and inexpensive (like salivary cortisol):

    “HRV measurement lacks barriers to collection – measurement is possible during movement and activities of daily living, is easily capable of taking multiple sequential measurements without participant fatigue, and is suitable for long-term recordings. It is also inexpensive, due to multiple commercially available hardware platforms and free software analysis programs.”

  • The experimental concept is easily explained to sponsors.

https://psyarxiv.com/637ym “Dead Science in Live Psychology: A Case Study from Heart Rate Variability (HRV)”

The lack of oxygen’s epigenetic effects on a fetus

This 2018 Loma Linda review subject was gestational hypoxia:

“Of all the stresses to which the fetus and newborn infant are subjected, perhaps the most important and clinically relevant is that of hypoxia. This review explores the impact of gestational hypoxia on maternal health and fetal development, and epigenetic mechanisms of developmental plasticity with emphasis on the uteroplacental circulation, heart development, cerebral circulation, pulmonary development, and the hypothalamic-pituitary-adrenal axis and adipose tissue.

An understanding of the specific hypoxia-induced environmental and epigenetic adaptations linked to specific organ systems will enhance the development of target-specific inhibition of DNA methylation, histone modifications, and noncoding RNAs that underlie hypoxia-induced phenotypic programming of disease vulnerability later in life.

A potential stumbling block to these efforts, however, relates to timing of the intervention. The greatest potential effect would be accomplished at the critical period in development for which the genomic plasticity is at its peak, thus ameliorating the influence of hypoxia or other stressors.

With future developments, it may even become possible to intervene before conception, before the genetic determinants of the risk of developing programmed disease are established.”

Table 3 “Antenatal hypoxia and developmental plasticity” column titles were Species | Offspring Phenotypes of Disorders and Diseases | Reference Nos.

Hypoxia phenotypes


This review was really an ebook, with 94 pages and 1,172 citations in the pdf file. As I did with Faith-tainted epigenetics, I read it with caution toward recognizing 1) the influence of the sponsor’s biases, 2) any directed narrative that ignored evidence contradicting the narrative, and 3) any storytelling.

Can you match the meaning of the review’s last sentence (“intervene before conception” quoted above) with the meaning of any sentence in its cited reference Developmental origins of noncommunicable disease: population and public health implications? I can’t.

One review topic that was misconstrued was transgenerational epigenetic inheritance of hypoxic effects. The “transgenerational” term was used inappropriately by several of the citations, and no cited study provided evidence for gestational hypoxic effects through the F3 great-grandchild generation.

One omitted topic was gestational hypoxic effects of caffeine. The first paper that came up for my PubMed search of “caffeine pregnancy hypoxia” was an outstanding 2017 Florida rodent review Long-term consequences of disrupting adenosine signaling during embryonic development that had this paragraph and figure:

“One substance that fetuses are frequently exposed to is caffeine, which is a non-selective adenosine receptor antagonist. We discovered that in utero alteration in adenosine action leads to adverse effects on embryonic and adult murine hearts. We find that cardiac A1ARs [a type of adenosine receptor] protect the embryo from in utero hypoxic stress, a condition that causes an increase in adenosine levels. 

After birth in mice, we observed that in utero caffeine exposure leads to abnormal cardiac function and morphology in adults, including an impaired response to β-adrenergic stimulation. Recently, we observed that in utero caffeine exposure induces transgenerational effects on cardiac morphology, function, and gene expression.”

The timing of in utero caffeine treatment leads to differences in adult cardiac function, gene expression, and phenotype. Exposure to caffeine from E6.5–9.5 leads the F1 generation to develop dilated cardiomyopathy with decrease % FS and increased Myh7 expression. In utero caffeine exposure from E10.5–13.5 leads to a hypertrophic cardiomyopathy in the F2 generation along with increased % FS and decreased Myh7 expression

Why was this review and its studies omitted? It was on target for both gestational hypoxia and transgenerational epigenetic inheritance of hypoxic effects!

It was alright to review smoking, cocaine, methamphetamine, etc., but the most prevalent drug addiction – caffeine – couldn’t be a review topic?


The Loma Linda review covered a lot, but I had a quick trigger due to the sponsor’s bias. I started to lose “faith” in the reviewers after reading the citation for the review’s last sentence that didn’t support the statement.

My “faith” disappeared after not understanding why a few topics were misconstrued and omitted. Why do researchers and sponsors ignore, misrepresent, and not continue experiments through the F3 generation to produce evidence for and against transgenerational epigenetic inheritance? Where was the will to follow evidence trails regardless of socially acceptable beverage norms?

The review acquired the taint of storytelling with the reviewers’ assertion:

“..timing of the intervention. The greatest potential effect would be accomplished at the critical period in development for which the genomic plasticity is at its peak, thus ameliorating the influence of hypoxia or other stressors.”

Contradictory evidence was in the omitted caffeine study’s graphic above which described two gestational critical periods where an “intervention” had opposite effects, all of which were harmful to the current fetus’ development and/or to following generations. Widening the PubMed link’s search parameters to “caffeine hypoxia” and “caffeine pregnancy” returned links to human early life studies that used caffeine in interventions, ignoring possible adverse effects on future generations.

This is my final curation of any paper sponsored by this institution.

https://www.physiology.org/doi/abs/10.1152/physrev.00043.2017 “Gestational Hypoxia and Developmental Plasticity” (not freely available) Thanks to coauthor Dr. Xiang-Qun Hu for providing a copy.

An evolutionary view of stress and cancer

This 2018 Michigan review subject was cancer evolution:

“Based on the fact that cancer typically represents a complex adaptive system, where there is no linear relationship between lower-level agents (such as each individual gene mutation) and emergent properties (such as cancer phenotypes), we call for a new strategy based on the evolutionary mechanism of aneuploidy [abnormal number of chromosomes] in cancer, rather than continuous analysis of various individual molecular mechanisms.

Cancer evolution can be understood by the dynamic interaction among four key components:

  1. Internal and external stress;
  2. Elevated genetic and non-genetic variations (either necessary for cellular adaptation or resulting from cellular damages under stress);
  3. Genome-based macro-cellular evolution (genome replacement, emergent as new systems); and
  4. Multiple levels of system constraint which prevent/slow down cancer evolution (from tissue/organ organization to the immune system interaction).

Since the sources of stress are unlimited and unavoidable (as they are required by all living systems), there are large numbers of gene mutations / epigenetic events / chromosomal aberrations, such as aneuploidy, that can be linked to stress-mediated genomic variants. Furthermore, as environmental constraints are constantly changing, even identical instances of aneuploidy will have completely different outcomes in the context of cancer evolution, as the results of each independent run of evolution will most likely differ.

Most current research efforts are focusing on molecular profiles based on an average population, and outliers are eliminated or ignored, either by the methods used or statistical tools. The traditional view of biological research is to identify patterns from “noise,” without the realization that the so-called “noise” in fact is heterogeneity, which represents a key feature of cancer evolution by functioning as the evolutionary potential.

Understanding the molecular mechanism (both cause and effect) of aneuploidy is far from enough. A better strategy is to monitor the evolutionary process by measuring evolutionary potential. For example, the overall degree of CIN [chromosome instability] is more predictive than individual gene mutation profile.”


Although I read many abstracts of cancer research papers every week, I usually don’t curate them. I curated this paper because the reviewers emphasized several themes of this blog, including:

  • Further examples of how stress may shape one’s life.
  • How researchers miss information when they ignore or process away variation:

    Studies have demonstrated the importance of outliers in cancer evolution, as cancer is an evolutionary game of outliers. While this phenomenon can provide a potential advantage for cellular adaptation, it can also, paradoxically, generate non-specific system stress, which can further produce more genetic and non-genetic variants which favor the disease condition.”

Epigenetics researchers may benefit from evolutionary viewpoints that incorporate the interactions of stress and “genetic and non-genetic variants.”

Since epigenetic changes require inheritance in order to persist, it would be a step forward to see researchers start “measuring evolutionary potential” of these inheritance processes.

https://molecularcytogenetics.biomedcentral.com/articles/10.1186/s13039-018-0376-2 “Understanding aneuploidy in cancer through the lens of system inheritance, fuzzy inheritance and emergence of new genome systems”

Common features of autoimmune diseases

This 2018 French review subject was mechanisms of autoimmunity:

“Autoimmune diseases (AIDs) encompass more than 80 distinct chronic disorders characterized by inflammatory reactions that can either be systemic or organ specific. In all cases, the disease development is the consequence of the effects of environmental factors in predisposed individuals.

Most of the genes identified by genome-wide association studies (GWAS) on AIDs are related to immunity. However, functional immune parameters that are commonly dysregulated in AIDs do not necessarily stem from these genetic variants. Rather than performing even larger GWAS, understanding complex traits, such as human diseases, may require meticulous analysis or cell-specific gene networks and take into account not only core genes but also seemingly irrelevant genes that may overall have an impact on the disease.

Treg cell defects have been considered a primary cause of AIDs. However, one could ask whether the Treg cell dysfunction exists before the onset of the disease or is provoked by the inflammatory event induced by the triggering components. The defect of Treg cells generally coexists with the inflammatory processes, suggesting several hypotheses:

  1. The inflammation might develop because of a poor regulation of the immune system,
  2. The Treg cells could become inefficient because of the inflammatory environment, or
  3. A common factor concomitantly leads to both effects.

It is likely that autoimmunity results from a chronic imbalance involving both environmental and intrinsic factors. It is now clear that polygenic explanations did not fulfill expectations and that more efforts are needed to understand how the interplay of environmental clues may have a phenotypic impact.”

https://nyaspubs.onlinelibrary.wiley.com/doi/full/10.1111/nyas.13560 “Pathophysiological mechanisms of autoimmunity” (not freely available) Thanks to Dr. Julien Verdier for providing a copy.

A trio of epigenetic clock studies

We’ll start with a 2018 epigenetic clock human study from Finland:

“We evaluated the association between maternal antenatal depression and a novel biomarker of aging at birth, namely epigenetic gestational age (GA) based on fetal cord blood methylation data. We also examined whether this biomarker prospectively predicts and mediates maternal effects on early childhood psychiatric problems.

Maternal history of depression diagnosed before pregnancy and greater antenatal depressive symptoms were associated with child’s lower epigenetic GA. Child’s lower epigenetic GA, in turn, prospectively predicted total and internalizing problems and partially mediated the effects of maternal antenatal depression on internalizing problems in boys.”


Listening to a podcast by one of the coauthors, although the researchers’ stated intent was to determine the etiology of the findings, I didn’t hear any efforts to study the parents in sufficient detail to be able to detect possible intergenerational and transgenerational epigenetic inheritance causes and effects. There were the usual “associated with” and “it could be this, it could be that” hedges, which were also indicators of the limited methods employed toward the study’s limited design.

Why was an opportunity missed to advance human research in this area? Are researchers satisfied with non-causal individual differences non-explanations instead of making efforts in areas that may produce etiological findings?

https://www.jaacap.org/article/S0890-8567(18)30107-2/pdf “The Epigenetic Clock at Birth: Associations With Maternal Antenatal Depression and Child Psychiatric Problems” (not freely available)


The second 2018 epigenetic clock human study was from Alabama:

“We estimated measures of epigenetic age acceleration in 830 Caucasian participants from the Genetics Of Lipid Lowering Drugs and diet Network (GOLDN) considering two epigenetic age calculations.

Both DNA methylation age estimates were highly correlated with chronological age. We found that the Horvath and Hannum measures of epigenetic age acceleration were moderately correlated.

The Horvath age acceleration measure exhibited marginal associations with increased postprandial [after eating a meal] HDL [high-density lipoprotein], increased postprandial total cholesterol, and decreased soluble interleukin 2 receptor subunit alpha (IL2sRα). The Hannum measure of epigenetic age acceleration was inversely associated with fasting HDL and positively associated with postprandial TG [triglyceride], interleukin-6 (IL-6), C-reactive protein (CRP), and tumor necrosis factor alpha (TNFα).

Overall, the observed effect sizes were small.


https://clinicalepigeneticsjournal.biomedcentral.com/track/pdf/10.1186/s13148-018-0481-4 “Metabolic and inflammatory biomarkers are associated with epigenetic aging acceleration estimates in the GOLDN study”


The third 2018 epigenetic clock human study was a meta-analysis of cohorts from the UK, Italy, Sweden, and Scotland:

“The trajectories of Δage showed a declining trend in almost all of the cohorts with adult sample collections. This indicates that epigenetic age increases at a slower rate than chronological age, especially in the oldest population.

Some of the effect is likely driven by survival bias, where healthy individuals are those maintained within a longitudinal study, although other factors like underlying training population for the respective clocks may also have influenced this trend. It may also be possible that there is a ceiling effect for Δage whereby epigenetic clock estimates plateau.”

https://academic.oup.com/biomedgerontology/advance-article/doi/10.1093/gerona/gly060/4944478 “Tracking the Epigenetic Clock Across the Human Life Course: A Meta-analysis of Longitudinal Cohort Data”

How to hijack science: Ignore its intent and focus on the 0.0001%

This 2018 Belgian review hijacked science to further an agenda:

“We addressed this issue at the LATSIS Symposium ‘Transgenerational Epigenetic Inheritance: Impact for Biology and Society’, in Zürich, 28–30 August 2017, and here provide important arguments why environmental and lifestyle-related exposures in young men should be studied.”

The reviewer DETRACTED from science in the studied area – transgenerational epigenetic inheritance – by ignoring its intent. As shown by A self-referencing study of transgenerational epigenetic inheritance which I also curated today, the purpose of such animal studies is to find the mechanisms in order to help humans.


Putting that study’s graphic into human terms, F3 male great-grandchildren may be adversely affected by their F0 great-grandmothers being poisoned while pregnant with their F1 grandfathers, who – with their F2 fathers – may have also been adversely affected.


What the reviewer asserted without proof:

“The importance of maternal lifestyle, diet and other environmental exposures before and during gestation period is well recognized.”

is NOT TRUE for the studied area.

The evidence disproving this assertion is that NO HUMAN STUDIES scientifically demonstrating causes for transgenerational epigenetic inheritance effects have been published!

EVER!!

There’s a huge gap between “The importance..is well recognized” of anything regarding transgenerational epigenetic inheritance and ZERO human studies.

Why has no one published scientifically adequate human evidence to demonstrate “Transgenerational Epigenetic Inheritance: Impact for Biology and Society” effects on ALL of the F1, F2, and F3 human generations as consequences “of maternal lifestyle, diet and other environmental exposures before and during gestation period?” What are we waiting for?

The reviewer said “young men should be studied” but said nothing about resolving bottlenecks in funding human research of the studied area. Do researchers even have opportunities to make a NON-AGENDA-DRIVEN difference in this field?

With ZERO published human studies, transgenerational epigenetic inheritance research can’t be recharacterized into a female vs. male agenda. The reviewer’s attempt to do so diminished the importance of research into human critical development periods.

This agenda’s viewpoint ignored human correlates of evidence from animal studies like The lifelong impact of maternal postpartum behavior:

“The defect in maternal care induced by gestational stress programs the development of the offspring.”

Will the reviewer’s suggested interventions – such as changing an adult’s lifestyle a long time after their development was altered – somehow make up for what went wrong early in their life, even before they were born?

With the evidence from animal studies such as:

is there any doubt that similar mechanisms may be involved in humans, and that human phenotypes may likewise be intergenerationally and/or transgenerationally transmitted?

The reviewer asserted:

“Studying humans is challenging, because of ethical reasons”

But do “ethical reasons” prohibit non-instigating human studies of stress, the intergenerationally and transgenerationally transmitted effects of which seem to be ubiquitous among humans?

In The Not-Invented-Here syndrome I pointed out another problem that the reviewer’s agenda is less than helpful in resolving:

“How can animal studies like the current study help humans when their models don’t replicate common human conditions? This failure to use more relevant models has follow-on effects such as human intergenerational and transgenerational epigenetic inheritance being denigrated due to insufficient evidence.”


I’ll repeat What is a father’s role in epigenetic inheritance? in closing:

“The review focused on 0.0001% of the prenatal period for what matters with the human male – who he was at the time of a Saturday night drunken copulation – regarding intergenerational and transgenerational epigenetic inheritance of metabolic diseases.

The human female’s role – who she was at conception AND THEN what she does or doesn’t do during the remaining 99.9999% of the prenatal period to accommodate the fetus and prevent further adverse epigenetic effects from being intergenerationally and transgenerationally transmitted – wasn’t discussed.

Who benefits from this agenda’s narrow focus?”

https://academic.oup.com/eep/article/4/2/dvy007/4987171 “POHaD: why we should study future fathers”

A self-referencing study of transgenerational epigenetic inheritance

This 2018 Washington rodent study subject was transgenerational epigenetic inheritance of disease caused by a fungicide that’s been phased out or banned for over a decade:

“This study was designed to help understand how three different epigenetic processes in sperm are correlated with vinclozolin-induced epigenetic transgenerational inheritance of disease.

  1. Most DMRs [differential DNA-methylated regions] identified in this study are unique between the F1, F2, and F3 generations.
  2. The number of lncRNA was much higher than the number of sncRNA [small noncoding RNA, including microRNA]. The overlap between each generation was very low or nonexistent.
  3. The F1 and the F2 generation control versus vinclozolin lineage sperm had negligible DHRs [differential histone retention sites]. This observation suggests that the direct vinclozolin exposure does not alter histone retention or trigger any changes. However, the F3 generation control versus vinclozolin lineage sperm DHRs increased considerably.

It appears that the phenomenon is more complex than just a direct exposure triggering the formation of epimutations that are then simply maintained in the subsequent generations.”


There’s something odd about a study where a third of the 87 cited references list one of the study’s coauthors, who also coauthored A review of epigenetic transgenerational inheritance of reproductive disease. I couldn’t find a satisfactory explanation for the study’s over-the-top self-referencing.

What do you think?

I asked the coauthors why a third of the cited references were self-referencing. The lead author replied:

“The field in epigenetic transgenerational inheritance is expanding, however it is still hard for us to find relevant studies in rodents or human that we can cite. Most of the time DNA methylation, ncRNA and histone modifications are investigated from a direct exposure and/or from a purely mechanistic angle (e.g. DNA methylation of specific genes).

In contrast, transgenerational phenotypes and toxicology by definition excludes direct exposure and must be transmitted through multiple generations (the F3 generation is the first transgenerational one). We are not looking at specific genes but using whole genome sequencing technologies which is a broader approach.

Besides, if you do a pubmed search with the keywords “epigenetics” and “transgenerational”, you will probably find that more than 50% of the studies have been done by Dr Michael K. Skinner. He is also one of the first researcher who started to work on the epigenetic transgenerational inheritance phenomenon 15 years ago. Not citing his previous work is challenging.

We hope to see other labs contributing to this particular field and we will be delighted to cite them. In the meantime, our only option is to reference our previous work.”

I replied:

“Thank you for your reply! It must be exasperating to see other researchers stop their studies short of the F3 generation for no apparent or disclosed reason.

Have you seen even one scientifically adequate human study of transgenerational epigenetic inheritance?”

https://academic.oup.com/eep/article/4/2/dvy010/4987173 “Alterations in sperm DNA methylation, non-coding RNA expression, and histone retention mediate vinclozolin-induced epigenetic transgenerational inheritance of disease”

Resiliency in stress responses

This 2018 US Veterans Administration review subject was resiliency and stress responses:

Neurobiological and behavioral responses to stress are highly variable. Exposure to a similar stressor can lead to heterogeneous outcomes — manifesting psychopathology in one individual, but having minimal effect, or even enhancing resilience, in another.

We highlight aspects of stress response modulation related to early life development and epigenetics, selected neurobiological and neurochemical systems, and a number of emotional, cognitive, psychosocial, and behavioral factors important in resilience.”

The review cited studies I’ve previously curated:


There were two things I didn’t understand about this review. The first was why the paper isn’t freely available. It’s completely paid for by the US taxpayer, and no copyright is claimed. I recommend contacting the authors for a copy.

The second was why the VA hasn’t participated in either animal or human follow-on studies to the 2015 Northwestern University GABAergic mechanisms regulated by miR-33 encode state-dependent fear. That study’s relevance to PTSD, this review’s subject, and the VA’s mission is too important to ignore. For example:

“Fear-inducing memories can be state dependent, meaning that they can best be retrieved if the brain states at encoding and retrieval are similar.

“It’s difficult for therapists to help these patients,” Radulovic said, “because the patients themselves can’t remember their traumatic experiences that are the root cause of their symptoms.”

The findings imply that in response to traumatic stress, some individuals, instead of activating the glutamate system to store memories, activate the extra-synaptic GABA system and form inaccessible traumatic memories.”

I curated the research in A study that provided evidence for basic principles of Primal Therapy. These researchers have published several papers since then. Here are the abstracts from three of them:

Experimental Methods for Functional Studies of microRNAs in Animal Models of Psychiatric Disorders

“Pharmacological treatments for psychiatric illnesses are often unsuccessful. This is largely due to the poor understanding of the molecular mechanisms underlying these disorders. We are particularly interested in elucidating the mechanism of affective disorders rooted in traumatic experiences.

To date, the research of mental disorders in general has focused on the causal role of individual genes and proteins, an approach that is inconsistent with the proposed polygenetic nature of these disorders. We recently took an alternative direction, by establishing the role of miRNAs in the coding of stress-related, fear-provoking memories.

Here we describe in detail our work on the role of miR-33 in state-dependent learning, a process implicated in dissociative amnesia, wherein memories formed in a certain brain state can best be retrieved if the brain is in the same state. We present the specific experimental approaches we apply to study the role of miRNAs in this model and demonstrate that miR-33 regulates the susceptibility to state-dependent learning induced by inhibitory neurotransmission.”

Neurobiological mechanisms of state-dependent learning

“State-dependent learning (SDL) is a phenomenon relating to information storage and retrieval restricted to discrete states. While extensively studied using psychopharmacological approaches, SDL has not been subjected to rigorous neuroscientific study.

Here we present an overview of approaches historically used to induce SDL, and highlight some of the known neurobiological mechanisms, in particular those related to inhibitory neurotransmission and its regulation by microRNAs (miR).

We also propose novel cellular and circuit mechanisms as contributing factors. Lastly, we discuss the implications of advancing our knowledge on SDL, both for most fundamental processes of learning and memory as well as for development and maintenance of psychopathology.”

Neurobiological correlates of state-dependent context fear

“Retrieval of fear memories can be state-dependent, meaning that they are best retrieved if the brain states at encoding and retrieval are similar. Such states can be induced by activating extrasynaptic γ-aminobutyric acid type A receptors (GABAAR) with the broad α-subunit activator gaboxadol. However, the circuit mechanisms and specific subunits underlying gaboxadol’s effects are not well understood.

Here we show that gaboxadol induces profound changes of local and network oscillatory activity, indicative of discoordinated hippocampal-cortical activity, that were accompanied by robust and long-lasting state-dependent conditioned fear. Episodic memories typically are hippocampus-dependent for a limited period after learning, but become cortex-dependent with the passage of time.

In contrast, state-dependent memories continued to rely on hippocampal GABAergic mechanisms for memory retrieval. Pharmacological approaches with α- subunit-specific agonists targeting the hippocampus implicated the prototypic extrasynaptic subunits (α4) as the mediator of state-dependent conditioned fear.

Together, our findings suggest that continued dependence on hippocampal rather than cortical mechanisms could be an important feature of state-dependent memories that contributes to their conditional retrieval.”


Here’s an independent 2017 Netherlands/UC San Diego review that should bring these researchers’ efforts to the VA’s attention:

MicroRNAs in Post-traumatic Stress Disorder

“Post-traumatic stress disorder (PTSD) is a psychiatric disorder that can develop following exposure to or witnessing of a (potentially) threatening event. A critical issue is to pinpoint the (neuro)biological mechanisms underlying the susceptibility to stress-related disorder such as PTSD, which develops in the minority of ~15% of individuals exposed to trauma.

Over the last few years, a first wave of epigenetic studies has been performed in an attempt to identify the molecular underpinnings of the long-lasting behavioral and mental effects of trauma exposure. The potential roles of non-coding RNAs (ncRNAs) such as microRNAs (miRNAs) in moderating or mediating the impact of severe stress and trauma are increasingly gaining attention. To date, most studies focusing on the roles of miRNAs in PTSD have, however, been completed in animals, using cross-sectional study designs and focusing almost exclusively on subjects with susceptible phenotypes.

Therefore, there is a strong need for new research comprising translational and cross-species approaches that use longitudinal designs for studying trajectories of change contrasting susceptible and resilient subjects. The present review offers a comprehensive overview of available studies of miRNAs in PTSD and discusses the current challenges, pitfalls, and future perspectives of this field.”

Here’s a 2017 Netherlands human study that similarly merits the US Veterans Administration’s attention:

Circulating miRNA associated with posttraumatic stress disorder in a cohort of military combat veterans

“Posttraumatic stress disorder (PTSD) affects many returning combat veterans, but underlying biological mechanisms remain unclear. In order to compare circulating micro RNA (miRNA) of combat veterans with and without PTSD, peripheral blood from 24 subjects was collected following deployment, and isolated miRNA was sequenced.

PTSD was associated with 8 differentially expressed miRNA. Pathway analysis shows that PTSD is related to the axon guidance and Wnt signaling pathways, which work together to support neuronal development through regulation of growth cones. PTSD is associated with miRNAs that regulate biological functions including neuronal activities, suggesting that they play a role in PTSD symptomatology.”


See the below comments for reasons why I downgraded this review’s rating.

https://link.springer.com/article/10.1007/s11920-018-0887-x “Stress Response Modulation Underlying the Psychobiology of Resilience” (not freely available)

Are there epigenetic causes for sexual orientation and gender identity?

This US 2018 review lead author was a gynecologic oncologist in private practice:

“Sexual orientation is biologically conferred in the first trimester of pregnancy. Gender identity is biologically conferred during the middle trimester of pregnancy.

Since the genitals differentiate in the first trimester, and the brain becomes imprinted in the latter half of gestation, it is possible for the fetal brain to be imprinted differently than the genitals. As children mature, this innate imprinting expresses as genital anatomy, gender identity, sexual orientation and other physiologic capabilities and natural preferences along a continuum, between masculine and feminine.

The evidence shows that both orientation and identity are biologic features that co-vary with a very large number of other biologic sexually dimorphic traits.”


1. A fetus’ development is influenced by survival reactions to their environment. Although fetal and placental responses to environmental stressors are relevant to sexual orientation and gender identity, the reviewers didn’t explore the subject.

2. Epigenetic adaptations to the prenatal environment involving microRNA were mentioned in a small subsection. But the reviewers didn’t cite relevant studies involving DNA methylation, chromatin and histone modifications for epigenetic causes of and effects on sexual orientation and gender identity.

3. The reviewers included a half-dozen anecdotal quotations from personal correspondence that promoted their narrative. These impressed as appeals to authority rather than evidence for scientific understanding of the subject.

It was insufficient for the review to note “a continuum between masculine and feminine” without also exploring evidence for an individual’s placement on the continuum. The question of possible epigenetic causes for sexual orientation and gender identity remains.

https://www.sciencedirect.com/science/article/pii/S009082581731510X “Biological origins of sexual orientation and gender identity: Impact on health” (not freely available)

The Not-Invented-Here syndrome

I have high expectations of natural science researchers. I assume that their studies will improve over time, and develop methods and experiments that produce reliable evidence to inform us of human conditions.

My confidence is often unrealistic. Scientists are people, after all, and have the same foibles as the rest of us.

I anticipate that researchers will keep abreast of others’ work around the world. If other groups in their research areas are developing better methods and exploring hypotheses that discover better applications for humans, why not adopt them in the interest of advancing science?

That’s not what happened with this 2018 UK rodent study. The rat model some of the coauthors have built their reputations on depends on disturbing rat pregnancies by administering glucocorticoids. But both the rat model and a guinea pig model in Do you have your family’s detailed medical histories? demonstrated that physicians who disturb their pregnant human patients in this way may be acting irresponsibly toward their patients’ fetuses and their future generations.

This study didn’t find mechanisms that explained transgenerational epigenetic birth weight effects through the F2 grandchild generation:

“Although the phenotype is transmitted to a second generation, we are unable to detect specific changes in DNA methylation, common histone modifications or small RNA [including microRNA] profiles in sperm.

The inheritance mechanism for the paternally derived glucocorticoid-reprogrammed phenotype may not be linked with the specific germline DNA, sRNA and chromatin modifications that we have profiled here.”


The linked guinea pig model was developed specifically to inform physicians of the consequences through the F3 great-grandchild generation of disturbing human pregnancies with glucocorticoids:

“Antenatal exposure to multiple courses of sGC [synthetic glucocorticoid] has been associated with hyperactivity, impaired attention, and neurodevelopmental impairment in young children and animals. It is imperative that the long-term effects of antenatal exposure to multiple courses of sGC continue to be investigated since the use of a ‘rescue’ (i.e. a second) course of sGC has recently re-introduced the practice of multiple course administration.”


If a study’s purpose is to investigate potential mechanisms of epigenetic inheritance, why not adopt a model that better characterizes common human conditions, regardless of which research group initially developed it?

The prenatal stress model used in The lifelong impact of maternal postpartum behavior is one model that’s more representative of human experiences. Those researchers pointed out in Prenatal stress produces offspring who as adults have cognitive, emotional, and memory deficiencies:

“Corticosterone-treated mice and rats exposed to chronic stress are models that do not recapitulate the early programming of stress-related disorders, which likely originates in the perinatal period.”

Animal models that chemically redirect fetal development also “do not recapitulate the early programming of stress-related disorders.”

Other than research that’s done to warn against disrupted development, how can animal studies like the current study help humans when their models don’t replicate common human conditions? This failure to use more relevant models has follow-on effects such as human intergenerational and transgenerational epigenetic inheritance being denigrated due to insufficient evidence.

Of course there’s insufficient human evidence! Researchers developed and sponsors funded animal study designs that ensured there wouldn’t be wide applicability to humans!! Few derivative human studies have been developed and funded as a result.

https://genomebiology.biomedcentral.com/articles/10.1186/s13059-018-1422-4 “Investigation into the role of the germline epigenome in the transmission of glucocorticoid-programmed effects across generations”

The epigenetic clock theory of aging

My 400th curation is a 2018 US/UK paper by coauthors of Using an epigenetic clock to distinguish cellular aging from senescence. They reviewed the current state of epigenetic clock research, and proposed a new theory of aging:

“The proposed epigenetic clock theory of ageing views biological ageing as an unintended consequence of both developmental programmes and maintenance programmes, the molecular footprints of which give rise to DNAm [DNA methylation] age estimators.

It is best to interpret epigenetic age estimates as a higher-order property of a large number of CpGs much in the same way that the temperature of a gas is a higher-order property that reflects the average kinetic energy of the underlying molecules. This interpretation does not imply that DNAm age simply measures entropy across the entire genome.

To date, the most effective in vitro intervention against epigenetic ageing is achieved through expression of Yamanaka factors, which convert somatic cells into pluripotent stem cells, thereby completely resetting the epigenetic clock. In vivo, haematopoietic stem cell therapy resets the epigenetic age of blood of the recipient to that of the donor.

Future epidemiological studies should consider other sources of DNA (for example, buccal cells), because more powerful estimates of organismal age can be obtained by evaluating multiple tissues. Other types of epigenetic modifications such as adenine methylation or histone modifications may lend themselves for developing epigenetic age estimators.”


https://www.nature.com/articles/s41576-018-0004-3 “DNA methylation-based biomarkers and the epigenetic clock theory of ageing” (not freely available)


I curated four other papers cited in this review:

Do you want your quality of life to be under or over this curve?

What are you doing to reverse epigenetic processes and realize what you want?

  • Do you have ideas and/or behaviors that interfere with taking constructive actions to change your phenotype?
  • If you aren’t doing anything, are you honest with yourself about feelings of helplessness?
  • Do your beliefs in fate, or in technology, or in divine interventions justify inactions?

The lifelong impact of maternal postpartum behavior

This 2018 French/Italian/Swiss rodent study was an extension of the work done by the group of researchers who performed Prenatal stress produces offspring who as adults have cognitive, emotional, and memory deficiencies and Treating prenatal stress-related disorders with an oxytocin receptor agonist:

“Reduction of maternal behavior [nursing behavior, grooming, licking, carrying pups] was predictive of behavioral disturbances in PRS [prenatally restraint stressed] rats as well as of the impairment of the oxytocin and its receptor gene expression.

Postpartum carbetocin [an oxytocin receptor agonist unavailable in the US] corrected the reduction of maternal behavior induced by gestational stress as well as the impaired oxytocinergic system in the PRS progeny, which was associated with reduced risk-taking behavior.

Moreover, postpartum carbetocin had an anti-stress effect on HPA [hypothalamic-pituitary-adrenal] axis activity in the adult PRS progeny and increased hippocampal mGlu5 [type 5 metabotropic glutamate] receptor expression in aging.

Early postpartum carbetocin administration to the dam enhances maternal behavior and prevents all the pathological outcomes of PRS throughout the entire lifespan of the progeny..proves that the defect in maternal care induced by gestational stress programs the development of the offspring.


This chart from Figure 4 summarized the behavioral performance of aged adult male progeny in relation to the experimental variables of:

  1. Stress administered to the mothers three times daily every day during the second half of pregnancy up until delivery; and
  2. The effects on the mothers’ behavior of daily carbetocin administration during postpartum days 1 through 7.

The symbols denote which of these relationships had statistically significant effects:

  • “* p [Pearson’s correlation coefficient] < 0.05 PRS-Saline vs. CONT-Saline;
  • # p < 0.05 PRS-Carbetocin vs. the PRS-Saline group.”

There are many interesting aspects to this study. Ask the corresponding coauthor Dr. Sara Morley-Fletcher at sara.morley-fletcher@univ-lille1.fr for a copy.

One place the paper referenced the researchers’ previous studies was in this context:

“Postpartum carbetocin administration reversed the same molecular and behavioral parameters in the hippocampus, as does adult chronic carbetocin treatment, i.e. it led to a correction of the HPA axis negative feedback mechanisms, stress and anti-stress gene expression, and synaptic glutamate release. The fact that postpartum carbetocin administration [to the stressed mothers in this study] had the same effect [on the PRS infants in this study] as adult carbetocin treatment [to the PRS offspring in the previous study] indicates a short-term effect of carbetocin when administered in adulthood and a reprogramming (long-term) effect lasting until an advanced age when administered in early development.”

This group’s research seems to be constrained to treatments of F0 and F1 generations. What intergenerational and transgenerational effects would they possibly find by extending research efforts to F2 and F3 generations?


As the study may apply to humans:

The study demonstrated that stresses during the second half of pregnancy had lifelong impacts on both the mothers’ and offsprings’ biology and behavior. Studies and reviews that attribute similar human biological and behavioral conditions to unknown causes, or shuffle them into the black box of individual differences, should be recognized as either disingenuous or insufficient etiological investigations.

The study showed that prevention of gestational stress was a viable strategy. The control group progeny’s biology and behavior wasn’t affected by carbetocin administration to their mothers because neither they nor their mothers had experience-dependent epigenetic deficiencies.

The study demonstrated a biological and behavioral cure for the PRS offspring by changing their stressed mothers’ behaviors during a critical period of their development. The above excerpt characterized improving the mothers’ behaviors as a long-term cure for the PRS descendants, as opposed to the short-term cure of administering carbetocin to the PRS children when they were adults.

What long-term therapies may be effective for humans who had their developmental trajectories altered by their mothers’ stresses during their gestation, or who didn’t get the parental care they needed when they needed it?

https://www.sciencedirect.com/science/article/pii/S0161813X18301062 “Reduced maternal behavior caused by gestational stress is predictive of life span changes in risk-taking behavior and gene expression due to altering of the stress/anti-stress balance” (not freely available)

Prenatal stress produces offspring who as adults have cognitive, emotional, and memory deficiencies

This 2018 French/Italian/Swiss rodent study used a prenatally restraint stressed (PRS) model to create problems that could be resolved by various chemicals:

“S 47445 is a positive modulator of glutamate AMPA-type receptors, possessing neurotrophic and enhancing synaptic plasticity effects as well as pro-cognitive and anti-stress properties.

Most of studies examining the antidepressant effects of new molecules are carried out using behavioral tests performed in unstressed animals.

Corticosterone-treated mice and rats exposed to chronic stress are models that do not recapitulate the early programming of stress-related disorders, which likely originates in the perinatal period. The PRS rat model is characterized by a prolonged corticosterone response to stress and by abnormal behavior.

All the behavioral alterations induced by PRS were corrected by chronic S 47445 administration at both doses.”


The paper included a section comparing S 47445 to ketamine:

“Ketamine, however, causes severe cognitive impairment and psychotomimetic [mimics the symptoms of psychosis, reference not freely available] effects that are direct consequences of the prolonged inhibition of NMDA receptors in cortical and hippocampal interneurons, and seriously limit the chronic administration of the drug in the clinical setting. [reference not freely available]

S 47445 by inducing a direct activation of AMPARs displayed an antidepressant activity without the adverse effect of ketamine. Indeed, contrary to ketamine, S 47445 presented no psychotomimetic effects and induced no occurrence of spontaneous epileptic seizures. [reference freely available] Moreover, S 47445 also presented pro-cognitive properties.”

Compare the above with this April 2018 Chicago Tribune story that had opinions with no linked references:

“ketamine, an anesthetic used to sedate both people and animals before surgery. It’s also a notorious street drug, abused by clubgoers seeking a trancelike, hallucinatory high. But in recent years, numerous studies have found that ketamine can be an effective and speedy treatment for people with depression.”

Which coverage better informed us?


Treating prenatal stress-related disorders with an oxytocin receptor agonist was performed by several of this paper’s coauthors. One references to it was:

“We have already reported that depolarization-evoked glutamate release in the ventral hippocampus is negatively correlated with risk-taking behavior of PRS rats, and that such correlation can be corrected by chronic treatment with monoaminergic/ melatoninergic antidepressants or oxytocin receptor agonist. Thus, an impairment of glutamatergic transmission in the ventral hippocampus lies at the core of the pathological phenotype of PRS rats.”

Looking at the above graphic of the experimental design, I’m not sure why the term perinatal (occurring during or pertaining to the phase surrounding the time of birth) was used in the paper’s title and content to describe the stress period. The pregnant females were stressed three times every day during the second half of pregnancy up until delivery, so the prenatal (previous to birth) term was more applicable.


So, how does this study help humans?

One takeaway is to avoid stressing pregnant mothers-to-be if her children will be expected to become adults without cognitive, emotional, and behavioral problems.

The study demonstrated one way prenatal events cause lifelong effects. The PRS model provides another example of why it’s useless to ask adult humans to self-report causes of epigenetic problems in their lives when these originated before birth, during infancy, or in early childhood, well before humans develop sufficient cognitive capability to recognize such situations. It’s incomprehensible that this unreliable paradigm is still given significant weight in stress studies, especially when experimental designs:

“Do not recapitulate the early programming of stress-related disorders, which likely originates in the perinatal period.”

Also, a relevant difference between humans and PRS rats is that we can ourselves individually change our responses to experiential causes of ongoing adverse effects. Standard methodologies can only apply external treatments such as those mentioned above.

https://www.sciencedirect.com/science/article/pii/S0028390818301291 “The reduction in glutamate release is predictive of cognitive and emotional alterations that are corrected by the positive modulator of AMPA receptors S 47445 in perinatal stressed rats” (not freely available) Thanks to coauthors Stefania Maccari and Dr. Jerome Mairesse for providing a copy.

Manufacturing PTSD evidence with machine learning

What would you do if you were a scientist who had strong beliefs that weren’t borne out by experimental evidence?

Would you be honest with yourself about the roots of the beliefs? Would you attempt to discover why the beliefs were necessary for you, and what feelings were associated with the beliefs?

Instead of the above, the researchers of this 2017 New York human study reworked negative findings of two of the coauthors’ 2008 study until it fit their beliefs:

“The neuroendocrine response contributes to an accurate predictive signal of PTSD trajectory of response to trauma. Further, cortisol provides a stable predictive signal when measured in conjunction with other related neuroendocrine and clinical sources of information.

Further, this work provides a methodology that is relevant across psychiatry and other behavioral sciences that transcend the limitations of commonly utilized data analytic tools to match the complexity of the current state of theory in these fields.”


1. The limitations section included:

“It is important to note that ML [machine learning]-based network models are an inherently exploratory data analytic method, and as such might be seen as ‘hypotheses generating’. While such an approach is informative in situations where complex relationships cannot be proposed and tested a priori, such an approach also presents with inherent limitations as a high number of relationships are estimated simultaneously introducing a non-trivial probability of false discovery.”

2. Sex-specific impacts of childhood trauma summarized why cortisol isn’t a reliable biological measurement:

“Findings are dependent upon variance in extenuating factors, including but not limited to, different measurements of:

  • early adversity,
  • age of onset,
  • basal cortisol levels, as well as
  • trauma forms and subtypes, and
  • presence and severity of psychopathology symptomology.”

Although this study’s authors knew or should have known that review’s information, cortisol was the study’s foundation, and beliefs in its use as a biomarker were defended.

3. What will it take for childhood trauma research to change paradigms? described why self-reports of childhood trauma can NEVER provide direct evidence for trauma during the top three periods when humans are most sensitive to and affected by trauma:

The basic problem prohibiting the CTQ (Childhood Trauma Questionnaire) from discovering likely most of the subjects’ historical traumatic experiences that caused epigenetic changes is that these experiences predated the CTQ’s developmental starting point.

Self-reports were – at best – evidence of experiences after age three, distinct from the experience-dependent epigenetic changes since conception.”

Yet the researchers’ beliefs in the Trauma History Questionnaire’s capability to provide evidence for early childhood traumatic experiences allowed them to make such self-reports an important part of this study’s findings, for example:

“The reduced cortisol response in the ER [emergency room] was dependent on report of early childhood trauma exposure.”

https://www.nature.com/articles/tp201738 “Utilization of machine learning for prediction of post-traumatic stress: a re-examination of cortisol in the prediction and pathways to non-remitting PTSD”